Areal Interpolation in Python using Tobler

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Disclaimer

Introduction

Getting Started

Install Required Software

Create A Project Folder

Download Required Files

Create Environment

Launch JupyterLab

Tutorial

Import Packages

Part 1: Areal Interpolation of Population Data

Read the data

Manage Projections

Perform Areal Interpolation

Area Weighted Interpolation

Dasymetric Interpolation

Model-based Interpolation

Pycnophylatic Interpolation

Assess the Results

Visual Assessment

Statistical Assessment

Part 2: Areal Interpolation of Synthetic Population Data

Generate the Synthetic Population Data

Perform Areal Interpolation

Area Weighted Interpolation

Dasymetric Interpolation

Model-based Interpolation

Pycnophylatic Interpolation

Assess the Results

Visual Assessment

Statistical Assessment

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